Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 226537 |
| Missing cells | 1096719 |
| Missing cells (%) | 15.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 24.9 MiB |
| Average record size in memory | 115.4 B |
Variable types
| Numeric | 8 |
|---|---|
| DateTime | 5 |
| Categorical | 19 |
ft_tu has a high cardinality: 55 distinct values | High cardinality |
ft_vm has a high cardinality: 18232 distinct values | High cardinality |
fg_startort has a high cardinality: 12165 distinct values | High cardinality |
fg_zielort has a high cardinality: 11995 distinct values | High cardinality |
ft_startort has a high cardinality: 6252 distinct values | High cardinality |
ft_zielort has a high cardinality: 5341 distinct values | High cardinality |
df_index is highly correlated with participant_id | High correlation |
participant_id is highly correlated with df_index | High correlation |
u_fahrausweis is highly correlated with S_AB3_HTA | High correlation |
S_AB3_HTA is highly correlated with u_fahrausweis and 1 other fields | High correlation |
u_ticket is highly correlated with u_ga | High correlation |
u_ga is highly correlated with S_AB3_HTA and 1 other fields | High correlation |
S_alter has 5703 (2.5%) missing values | Missing |
S_sex has 5406 (2.4%) missing values | Missing |
S_wohnsitz has 5405 (2.4%) missing values | Missing |
u_klassencode has 5936 (2.6%) missing values | Missing |
u_ga has 144328 (63.7%) missing values | Missing |
S_AB3_HTA has 12158 (5.4%) missing values | Missing |
R_anschluss has 101897 (45.0%) missing values | Missing |
R_stoerung has 47604 (21.0%) missing values | Missing |
device_type has 82209 (36.3%) missing values | Missing |
dispcode has 82209 (36.3%) missing values | Missing |
u_ticket has 40027 (17.7%) missing values | Missing |
u_fahrausweis has 110919 (49.0%) missing values | Missing |
u_preis has 21482 (9.5%) missing values | Missing |
R_zweck has 5355 (2.4%) missing values | Missing |
ft_abfahrt has 38301 (16.9%) missing values | Missing |
ft_ankunft has 38301 (16.9%) missing values | Missing |
ft_startort_uic has 38301 (16.9%) missing values | Missing |
ft_tu has 38301 (16.9%) missing values | Missing |
ft_vm has 38301 (16.9%) missing values | Missing |
ft_vm_kurz has 38301 (16.9%) missing values | Missing |
ft_zielort_uic has 38301 (16.9%) missing values | Missing |
fg_abfahrt has 27467 (12.1%) missing values | Missing |
fg_ankunft has 27467 (12.1%) missing values | Missing |
fg_startort_uic has 27467 (12.1%) missing values | Missing |
fg_zielort_uic has 27467 (12.1%) missing values | Missing |
fg_startort has 6590 (2.9%) missing values | Missing |
fg_zielort has 6587 (2.9%) missing values | Missing |
ft_startort has 17466 (7.7%) missing values | Missing |
ft_zielort has 17463 (7.7%) missing values | Missing |
ft_startort_uic is highly skewed (γ1 = -38.85345395) | Skewed |
fg_startort_uic is highly skewed (γ1 = -54.12944026) | Skewed |
fg_zielort_uic is highly skewed (γ1 = -47.23386188) | Skewed |
df_index has unique values | Unique |
participant_id has unique values | Unique |
Reproduction
| Analysis started | 2022-11-18 15:24:33.063971 |
|---|---|
| Analysis finished | 2022-11-18 15:34:21.657542 |
| Duration | 9 minutes and 48.59 seconds |
| Software version | pandas-profiling v3.4.0 |
| Download configuration | config.json |
| Distinct | 226537 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113441.2574 |
| Minimum | 0 |
|---|---|
| Maximum | 229488 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11499.8 |
| Q1 | 56807 |
| median | 113441 |
| Q3 | 170075 |
| 95-th percentile | 215382.2 |
| Maximum | 229488 |
| Range | 229488 |
| Interquartile range (IQR) | 113268 |
Descriptive statistics
| Standard deviation | 65397.92223 |
|---|---|
| Coefficient of variation (CV) | 0.576491514 |
| Kurtosis | -1.199839849 |
| Mean | 113441.2574 |
| Median Absolute Deviation (MAD) | 56634 |
| Skewness | 2.43676751 × 10-5 |
| Sum | 2.569864213 × 1010 |
| Variance | 4276888232 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 226335 | 1 | < 0.1% |
| 75813 | 1 | < 0.1% |
| 75844 | 1 | < 0.1% |
| 75846 | 1 | < 0.1% |
| 75827 | 1 | < 0.1% |
| 75826 | 1 | < 0.1% |
| 75825 | 1 | < 0.1% |
| 75824 | 1 | < 0.1% |
| 75808 | 1 | < 0.1% |
| 75809 | 1 | < 0.1% |
| Other values (226527) | 226527 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 229488 | 1 | |
| 229345 | 1 | |
| 229287 | 1 | |
| 228803 | 1 | |
| 228738 | 1 | |
| 228717 | 1 | |
| 228687 | 1 | |
| 228498 | 1 | |
| 228420 | 1 | |
| 228400 | 1 |
| Distinct | 226537 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 371630.3177 |
| Minimum | 642 |
|---|---|
| Maximum | 587992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 642 |
|---|---|
| 5-th percentile | 66039.2 |
| Q1 | 338200 |
| median | 425687 |
| Q3 | 503943 |
| 95-th percentile | 568290.2 |
| Maximum | 587992 |
| Range | 587350 |
| Interquartile range (IQR) | 165743 |
Descriptive statistics
| Standard deviation | 171154.2938 |
|---|---|
| Coefficient of variation (CV) | 0.4605498681 |
| Kurtosis | -0.8145644217 |
| Mean | 371630.3177 |
| Median Absolute Deviation (MAD) | 82945 |
| Skewness | -0.7893698922 |
| Sum | 8.418801728 × 1010 |
| Variance | 2.929379229 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 583619 | 1 | < 0.1% |
| 364462 | 1 | < 0.1% |
| 364508 | 1 | < 0.1% |
| 364512 | 1 | < 0.1% |
| 364483 | 1 | < 0.1% |
| 364482 | 1 | < 0.1% |
| 364481 | 1 | < 0.1% |
| 364480 | 1 | < 0.1% |
| 364455 | 1 | < 0.1% |
| 364456 | 1 | < 0.1% |
| Other values (226527) | 226527 |
| Value | Count | Frequency (%) |
| 642 | 1 | |
| 657 | 1 | |
| 24756 | 1 | |
| 25620 | 1 | |
| 41215 | 1 | |
| 41305 | 1 | |
| 41334 | 1 | |
| 41376 | 1 | |
| 41423 | 1 | |
| 41459 | 1 |
| Value | Count | Frequency (%) |
| 587992 | 1 | |
| 587803 | 1 | |
| 587733 | 1 | |
| 587048 | 1 | |
| 586957 | 1 | |
| 586932 | 1 | |
| 586890 | 1 | |
| 586617 | 1 | |
| 586506 | 1 | |
| 586478 | 1 |
u_date
Date
| Distinct | 1314 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| Minimum | 2019-01-02 00:00:00 |
|---|---|
| Maximum | 2022-10-30 00:00:00 |
| Distinct | 89 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5703 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.57685411 |
| Minimum | 10 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 40 |
| median | 53 |
| Q3 | 64 |
| 95-th percentile | 75 |
| Maximum | 98 |
| Range | 88 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 15.93574306 |
|---|---|
| Coefficient of variation (CV) | 0.308970823 |
| Kurtosis | -0.6226844772 |
| Mean | 51.57685411 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.3044130342 |
| Sum | 11389923 |
| Variance | 253.9479069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 6238 | 2.8% |
| 60 | 6051 | 2.7% |
| 50 | 5874 | 2.6% |
| 56 | 5434 | 2.4% |
| 58 | 5431 | 2.4% |
| 57 | 5413 | 2.4% |
| 52 | 5364 | 2.4% |
| 65 | 5293 | 2.3% |
| 54 | 5167 | 2.3% |
| 53 | 5129 | 2.3% |
| Other values (79) | 165440 | |
| (Missing) | 5703 | 2.5% |
| Value | Count | Frequency (%) |
| 10 | 74 | < 0.1% |
| 11 | 41 | < 0.1% |
| 12 | 48 | < 0.1% |
| 13 | 68 | < 0.1% |
| 14 | 226 | 0.1% |
| 15 | 558 | 0.2% |
| 16 | 1184 | |
| 17 | 1484 | |
| 18 | 1620 | |
| 19 | 1408 |
| Value | Count | Frequency (%) |
| 98 | 5 | < 0.1% |
| 97 | 2 | < 0.1% |
| 96 | 2 | < 0.1% |
| 95 | 8 | < 0.1% |
| 94 | 10 | < 0.1% |
| 93 | 7 | < 0.1% |
| 92 | 8 | < 0.1% |
| 91 | 26 | |
| 90 | 63 | |
| 89 | 54 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5406 |
| Missing (%) | 2.4% |
| Memory size | 221.5 KiB |
| weiblich | |
|---|---|
| männlich | |
| divers | 654 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.994084954 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1767740 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | weiblich |
|---|---|
| 2nd row | männlich |
| 3rd row | weiblich |
| 4th row | weiblich |
| 5th row | weiblich |
Common Values
| Value | Count | Frequency (%) |
| weiblich | 121924 | |
| männlich | 98553 | |
| divers | 654 | 0.3% |
| (Missing) | 5406 | 2.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| weiblich | 121924 | |
| männlich | 98553 | |
| divers | 654 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 343055 | |
| l | 220477 | |
| c | 220477 | |
| h | 220477 | |
| n | 197106 | |
| e | 122578 | 6.9% |
| w | 121924 | 6.9% |
| b | 121924 | 6.9% |
| m | 98553 | 5.6% |
| ä | 98553 | 5.6% |
| Other values (4) | 2616 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1767740 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 343055 | |
| l | 220477 | |
| c | 220477 | |
| h | 220477 | |
| n | 197106 | |
| e | 122578 | 6.9% |
| w | 121924 | 6.9% |
| b | 121924 | 6.9% |
| m | 98553 | 5.6% |
| ä | 98553 | 5.6% |
| Other values (4) | 2616 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1767740 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 343055 | |
| l | 220477 | |
| c | 220477 | |
| h | 220477 | |
| n | 197106 | |
| e | 122578 | 6.9% |
| w | 121924 | 6.9% |
| b | 121924 | 6.9% |
| m | 98553 | 5.6% |
| ä | 98553 | 5.6% |
| Other values (4) | 2616 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1669187 | |
| None | 98553 | 5.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 343055 | |
| l | 220477 | |
| c | 220477 | |
| h | 220477 | |
| n | 197106 | |
| e | 122578 | 7.3% |
| w | 121924 | 7.3% |
| b | 121924 | 7.3% |
| m | 98553 | 5.9% |
| d | 654 | < 0.1% |
| Other values (3) | 1962 | 0.1% |
None
| Value | Count | Frequency (%) |
| ä | 98553 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5405 |
| Missing (%) | 2.4% |
| Memory size | 221.5 KiB |
| In der Schweiz / Liechtenstein | |
|---|---|
| In einem anderen Land | 5277 |
Length
| Max length | 30 |
|---|---|
| Median length | 30 |
| Mean length | 29.78522783 |
| Min length | 21 |
Characters and Unicode
| Total characters | 6586467 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | In der Schweiz / Liechtenstein |
|---|---|
| 2nd row | In der Schweiz / Liechtenstein |
| 3rd row | In der Schweiz / Liechtenstein |
| 4th row | In der Schweiz / Liechtenstein |
| 5th row | In der Schweiz / Liechtenstein |
Common Values
| Value | Count | Frequency (%) |
| In der Schweiz / Liechtenstein | 215855 | |
| In einem anderen Land | 5277 | 2.3% |
| (Missing) | 5405 | 2.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| in | 221132 | |
| der | 215855 | |
| schweiz | 215855 | |
| 215855 | ||
| liechtenstein | 215855 | |
| einem | 5277 | 0.5% |
| anderen | 5277 | 0.5% |
| land | 5277 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1100383 | |
| 879251 | ||
| n | 673950 | |
| i | 652842 | |
| c | 431710 | 6.6% |
| h | 431710 | 6.6% |
| t | 431710 | 6.6% |
| d | 226409 | 3.4% |
| I | 221132 | 3.4% |
| L | 221132 | 3.4% |
| Other values (8) | 1316238 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4833242 | |
| Space Separator | 879251 | 13.3% |
| Uppercase Letter | 658119 | 10.0% |
| Other Punctuation | 215855 | 3.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1100383 | |
| n | 673950 | |
| i | 652842 | |
| c | 431710 | 8.9% |
| h | 431710 | 8.9% |
| t | 431710 | 8.9% |
| d | 226409 | 4.7% |
| r | 221132 | 4.6% |
| s | 215855 | 4.5% |
| w | 215855 | 4.5% |
| Other values (3) | 231686 | 4.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 221132 | |
| L | 221132 | |
| S | 215855 |
Space Separator
| Value | Count | Frequency (%) |
| 879251 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 215855 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5491361 | |
| Common | 1095106 | 16.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1100383 | |
| n | 673950 | |
| i | 652842 | |
| c | 431710 | 7.9% |
| h | 431710 | 7.9% |
| t | 431710 | 7.9% |
| d | 226409 | 4.1% |
| I | 221132 | 4.0% |
| L | 221132 | 4.0% |
| r | 221132 | 4.0% |
| Other values (6) | 879251 |
Common
| Value | Count | Frequency (%) |
| 879251 | ||
| / | 215855 | 19.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6586467 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1100383 | |
| 879251 | ||
| n | 673950 | |
| i | 652842 | |
| c | 431710 | 6.6% |
| h | 431710 | 6.6% |
| t | 431710 | 6.6% |
| d | 226409 | 3.4% |
| I | 221132 | 3.4% |
| L | 221132 | 3.4% |
| Other values (8) | 1316238 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5936 |
| Missing (%) | 2.6% |
| Memory size | 221.5 KiB |
| 2. Klasse | |
|---|---|
| 1. Klasse |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 1985409 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2. Klasse |
|---|---|
| 2nd row | 2. Klasse |
| 3rd row | 2. Klasse |
| 4th row | 2. Klasse |
| 5th row | 2. Klasse |
Common Values
| Value | Count | Frequency (%) |
| 2. Klasse | 192601 | |
| 1. Klasse | 28000 | 12.4% |
| (Missing) | 5936 | 2.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| klasse | 220601 | |
| 2 | 192601 | |
| 1 | 28000 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 441202 | |
| . | 220601 | |
| 220601 | ||
| K | 220601 | |
| l | 220601 | |
| a | 220601 | |
| e | 220601 | |
| 2 | 192601 | |
| 1 | 28000 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1103005 | |
| Other Punctuation | 220601 | 11.1% |
| Space Separator | 220601 | 11.1% |
| Uppercase Letter | 220601 | 11.1% |
| Decimal Number | 220601 | 11.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 441202 | |
| l | 220601 | |
| a | 220601 | |
| e | 220601 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 192601 | |
| 1 | 28000 | 12.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 220601 |
Space Separator
| Value | Count | Frequency (%) |
| 220601 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 220601 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1323606 | |
| Common | 661803 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 441202 | |
| K | 220601 | |
| l | 220601 | |
| a | 220601 | |
| e | 220601 |
Common
| Value | Count | Frequency (%) |
| . | 220601 | |
| 220601 | ||
| 2 | 192601 | |
| 1 | 28000 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1985409 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 441202 | |
| . | 220601 | |
| 220601 | ||
| K | 220601 | |
| l | 220601 | |
| a | 220601 | |
| e | 220601 | |
| 2 | 192601 | |
| 1 | 28000 | 1.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 144328 |
| Missing (%) | 63.7% |
| Memory size | 221.5 KiB |
| kein GA | |
|---|---|
| besitzt GA | 6753 |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 7.246432872 |
| Min length | 7 |
Characters and Unicode
| Total characters | 595722 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | kein GA |
|---|---|
| 2nd row | kein GA |
| 3rd row | kein GA |
| 4th row | kein GA |
| 5th row | kein GA |
Common Values
| Value | Count | Frequency (%) |
| kein GA | 75456 | |
| besitzt GA | 6753 | 3.0% |
| (Missing) | 144328 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| ga | 82209 | |
| kein | 75456 | |
| besitzt | 6753 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 82209 | |
| i | 82209 | |
| 82209 | ||
| G | 82209 | |
| A | 82209 | |
| k | 75456 | |
| n | 75456 | |
| t | 13506 | 2.3% |
| b | 6753 | 1.1% |
| s | 6753 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 349095 | |
| Uppercase Letter | 164418 | |
| Space Separator | 82209 | 13.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 82209 | |
| i | 82209 | |
| k | 75456 | |
| n | 75456 | |
| t | 13506 | 3.9% |
| b | 6753 | 1.9% |
| s | 6753 | 1.9% |
| z | 6753 | 1.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 82209 | |
| A | 82209 |
Space Separator
| Value | Count | Frequency (%) |
| 82209 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 513513 | |
| Common | 82209 | 13.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 82209 | |
| i | 82209 | |
| G | 82209 | |
| A | 82209 | |
| k | 75456 | |
| n | 75456 | |
| t | 13506 | 2.6% |
| b | 6753 | 1.3% |
| s | 6753 | 1.3% |
| z | 6753 | 1.3% |
Common
| Value | Count | Frequency (%) |
| 82209 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 595722 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 82209 | |
| i | 82209 | |
| 82209 | ||
| G | 82209 | |
| A | 82209 | |
| k | 75456 | |
| n | 75456 | |
| t | 13506 | 2.3% |
| b | 6753 | 1.1% |
| s | 6753 | 1.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 12158 |
| Missing (%) | 5.4% |
| Memory size | 221.5 KiB |
| ja | |
|---|---|
| nein |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.34599471 |
| Min length | 2 |
Characters and Unicode
| Total characters | 502932 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ja |
|---|---|
| 2nd row | ja |
| 3rd row | nein |
| 4th row | nein |
| 5th row | ja |
Common Values
| Value | Count | Frequency (%) |
| ja | 177292 | |
| nein | 37087 | 16.4% |
| (Missing) | 12158 | 5.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| ja | 177292 | |
| nein | 37087 | 17.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| j | 177292 | |
| a | 177292 | |
| n | 74174 | |
| e | 37087 | 7.4% |
| i | 37087 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 502932 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| j | 177292 | |
| a | 177292 | |
| n | 74174 | |
| e | 37087 | 7.4% |
| i | 37087 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 502932 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| j | 177292 | |
| a | 177292 | |
| n | 74174 | |
| e | 37087 | 7.4% |
| i | 37087 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 502932 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| j | 177292 | |
| a | 177292 | |
| n | 74174 | |
| e | 37087 | 7.4% |
| i | 37087 | 7.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 101897 |
| Missing (%) | 45.0% |
| Memory size | 221.5 KiB |
| Ja | |
|---|---|
| Nein | 5851 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.093886393 |
| Min length | 2 |
Characters and Unicode
| Total characters | 260982 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ja |
|---|---|
| 2nd row | Ja |
| 3rd row | Ja |
| 4th row | Ja |
| 5th row | Ja |
Common Values
| Value | Count | Frequency (%) |
| Ja | 118789 | |
| Nein | 5851 | 2.6% |
| (Missing) | 101897 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| ja | 118789 | |
| nein | 5851 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| J | 118789 | |
| a | 118789 | |
| N | 5851 | 2.2% |
| e | 5851 | 2.2% |
| i | 5851 | 2.2% |
| n | 5851 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 136342 | |
| Uppercase Letter | 124640 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 118789 | |
| e | 5851 | 4.3% |
| i | 5851 | 4.3% |
| n | 5851 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 118789 | |
| N | 5851 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 260982 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| J | 118789 | |
| a | 118789 | |
| N | 5851 | 2.2% |
| e | 5851 | 2.2% |
| i | 5851 | 2.2% |
| n | 5851 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 260982 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| J | 118789 | |
| a | 118789 | |
| N | 5851 | 2.2% |
| e | 5851 | 2.2% |
| i | 5851 | 2.2% |
| n | 5851 | 2.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 47604 |
| Missing (%) | 21.0% |
| Memory size | 221.5 KiB |
| Nein | |
|---|---|
| Ja | 13772 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.846065287 |
| Min length | 2 |
Characters and Unicode
| Total characters | 688188 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Nein |
|---|---|
| 2nd row | Nein |
| 3rd row | Nein |
| 4th row | Nein |
| 5th row | Nein |
Common Values
| Value | Count | Frequency (%) |
| Nein | 165161 | |
| Ja | 13772 | 6.1% |
| (Missing) | 47604 | 21.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| nein | 165161 | |
| ja | 13772 | 7.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 165161 | |
| e | 165161 | |
| i | 165161 | |
| n | 165161 | |
| J | 13772 | 2.0% |
| a | 13772 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 509255 | |
| Uppercase Letter | 178933 | 26.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 165161 | |
| i | 165161 | |
| n | 165161 | |
| a | 13772 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 165161 | |
| J | 13772 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 688188 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 165161 | |
| e | 165161 | |
| i | 165161 | |
| n | 165161 | |
| J | 13772 | 2.0% |
| a | 13772 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 688188 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 165161 | |
| e | 165161 | |
| i | 165161 | |
| n | 165161 | |
| J | 13772 | 2.0% |
| a | 13772 | 2.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 82209 |
| Missing (%) | 36.3% |
| Memory size | 221.5 KiB |
| Desktop | |
|---|---|
| Smartphone |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 8.003152541 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1155079 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Desktop |
|---|---|
| 2nd row | Desktop |
| 3rd row | Desktop |
| 4th row | Desktop |
| 5th row | Desktop |
Common Values
| Value | Count | Frequency (%) |
| Desktop | 96067 | |
| Smartphone | 48261 | |
| (Missing) | 82209 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| desktop | 96067 | |
| smartphone | 48261 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 144328 | |
| t | 144328 | |
| o | 144328 | |
| p | 144328 | |
| D | 96067 | |
| s | 96067 | |
| k | 96067 | |
| S | 48261 | 4.2% |
| m | 48261 | 4.2% |
| a | 48261 | 4.2% |
| Other values (3) | 144783 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1010751 | |
| Uppercase Letter | 144328 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 144328 | |
| t | 144328 | |
| o | 144328 | |
| p | 144328 | |
| s | 96067 | |
| k | 96067 | |
| m | 48261 | 4.8% |
| a | 48261 | 4.8% |
| r | 48261 | 4.8% |
| h | 48261 | 4.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 96067 | |
| S | 48261 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1155079 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 144328 | |
| t | 144328 | |
| o | 144328 | |
| p | 144328 | |
| D | 96067 | |
| s | 96067 | |
| k | 96067 | |
| S | 48261 | 4.2% |
| m | 48261 | 4.2% |
| a | 48261 | 4.2% |
| Other values (3) | 144783 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1155079 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 144328 | |
| t | 144328 | |
| o | 144328 | |
| p | 144328 | |
| D | 96067 | |
| s | 96067 | |
| k | 96067 | |
| S | 48261 | 4.2% |
| m | 48261 | 4.2% |
| a | 48261 | 4.2% |
| Other values (3) | 144783 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 82209 |
| Missing (%) | 36.3% |
| Memory size | 221.5 KiB |
| Beendet | |
|---|---|
| Ausgescreent | |
| Beendet nach Unterbrechung | 2897 |
Length
| Max length | 26 |
|---|---|
| Median length | 7 |
| Mean length | 8.44301868 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1218564 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Beendet |
|---|---|
| 2nd row | Beendet |
| 3rd row | Ausgescreent |
| 4th row | Beendet |
| 5th row | Beendet nach Unterbrechung |
Common Values
| Value | Count | Frequency (%) |
| Beendet | 110786 | |
| Ausgescreent | 30645 | 13.5% |
| Beendet nach Unterbrechung | 2897 | 1.3% |
| (Missing) | 82209 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| beendet | 113683 | |
| ausgescreent | 30645 | 20.4% |
| nach | 2897 | 1.9% |
| unterbrechung | 2897 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 438778 | |
| n | 153019 | 12.6% |
| t | 147225 | 12.1% |
| B | 113683 | 9.3% |
| d | 113683 | 9.3% |
| s | 61290 | 5.0% |
| c | 36439 | 3.0% |
| r | 36439 | 3.0% |
| u | 33542 | 2.8% |
| g | 33542 | 2.8% |
| Other values (6) | 50924 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1065545 | |
| Uppercase Letter | 147225 | 12.1% |
| Space Separator | 5794 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 438778 | |
| n | 153019 | 14.4% |
| t | 147225 | 13.8% |
| d | 113683 | 10.7% |
| s | 61290 | 5.8% |
| c | 36439 | 3.4% |
| r | 36439 | 3.4% |
| u | 33542 | 3.1% |
| g | 33542 | 3.1% |
| h | 5794 | 0.5% |
| Other values (2) | 5794 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 113683 | |
| A | 30645 | 20.8% |
| U | 2897 | 2.0% |
Space Separator
| Value | Count | Frequency (%) |
| 5794 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1212770 | |
| Common | 5794 | 0.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 438778 | |
| n | 153019 | 12.6% |
| t | 147225 | 12.1% |
| B | 113683 | 9.4% |
| d | 113683 | 9.4% |
| s | 61290 | 5.1% |
| c | 36439 | 3.0% |
| r | 36439 | 3.0% |
| u | 33542 | 2.8% |
| g | 33542 | 2.8% |
| Other values (5) | 45130 | 3.7% |
Common
| Value | Count | Frequency (%) |
| 5794 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1218564 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 438778 | |
| n | 153019 | 12.6% |
| t | 147225 | 12.1% |
| B | 113683 | 9.3% |
| d | 113683 | 9.3% |
| s | 61290 | 5.0% |
| c | 36439 | 3.0% |
| r | 36439 | 3.0% |
| u | 33542 | 2.8% |
| g | 33542 | 2.8% |
| Other values (6) | 50924 | 4.2% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 40027 |
| Missing (%) | 17.7% |
| Memory size | 221.6 KiB |
| Mobile-Ticket | |
|---|---|
| Online-Ticket | |
| Easy Ride | 5904 |
| bedienter Vertrieb | 306 |
Length
| Max length | 18 |
|---|---|
| Median length | 13 |
| Mean length | 12.88158276 |
| Min length | 9 |
Characters and Unicode
| Total characters | 2402544 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mobile-Ticket |
|---|---|
| 2nd row | Mobile-Ticket |
| 3rd row | Mobile-Ticket |
| 4th row | Mobile-Ticket |
| 5th row | Mobile-Ticket |
Common Values
| Value | Count | Frequency (%) |
| Mobile-Ticket | 155385 | |
| Online-Ticket | 24915 | 11.0% |
| Easy Ride | 5904 | 2.6% |
| bedienter Vertrieb | 306 | 0.1% |
| (Missing) | 40027 | 17.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| mobile-ticket | 155385 | |
| online-ticket | 24915 | 12.9% |
| easy | 5904 | 3.1% |
| ride | 5904 | 3.1% |
| bedienter | 306 | 0.2% |
| vertrieb | 306 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 368034 | |
| i | 367116 | |
| t | 180912 | |
| l | 180300 | |
| - | 180300 | |
| T | 180300 | |
| c | 180300 | |
| k | 180300 | |
| b | 155997 | |
| M | 155385 | |
| Other values (12) | 273600 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1843320 | |
| Uppercase Letter | 372714 | 15.5% |
| Dash Punctuation | 180300 | 7.5% |
| Space Separator | 6210 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 368034 | |
| i | 367116 | |
| t | 180912 | |
| l | 180300 | |
| c | 180300 | |
| k | 180300 | |
| b | 155997 | |
| o | 155385 | |
| n | 50136 | 2.7% |
| d | 6210 | 0.3% |
| Other values (4) | 18630 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 180300 | |
| M | 155385 | |
| O | 24915 | 6.7% |
| E | 5904 | 1.6% |
| R | 5904 | 1.6% |
| V | 306 | 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 180300 |
Space Separator
| Value | Count | Frequency (%) |
| 6210 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2216034 | |
| Common | 186510 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 368034 | |
| i | 367116 | |
| t | 180912 | |
| l | 180300 | |
| T | 180300 | |
| c | 180300 | |
| k | 180300 | |
| b | 155997 | |
| M | 155385 | |
| o | 155385 | |
| Other values (10) | 112005 | 5.1% |
Common
| Value | Count | Frequency (%) |
| - | 180300 | |
| 6210 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2402544 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 368034 | |
| i | 367116 | |
| t | 180912 | |
| l | 180300 | |
| - | 180300 | |
| T | 180300 | |
| c | 180300 | |
| k | 180300 | |
| b | 155997 | |
| M | 155385 | |
| Other values (12) | 273600 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 110919 |
| Missing (%) | 49.0% |
| Memory size | 221.7 KiB |
| Normales Billett | |
|---|---|
| GA | |
| Sparbillett | 7995 |
| Spartageskarte | 3205 |
| Tageskarte | 424 |
| Other values (2) | 283 |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 13.7403432 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1588631 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normales Billett |
|---|---|
| 2nd row | Normales Billett |
| 3rd row | GA |
| 4th row | Normales Billett |
| 5th row | Normales Billett |
Common Values
| Value | Count | Frequency (%) |
| Normales Billett | 88564 | |
| GA | 15147 | 6.7% |
| Sparbillett | 7995 | 3.5% |
| Spartageskarte | 3205 | 1.4% |
| Tageskarte | 424 | 0.2% |
| Strecken-/Modulabo | 207 | 0.1% |
| seven25 | 76 | < 0.1% |
| (Missing) | 110919 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| normales | 88564 | |
| billett | 88564 | |
| ga | 15147 | 7.4% |
| sparbillett | 7995 | 3.9% |
| spartageskarte | 3205 | 1.6% |
| tageskarte | 424 | 0.2% |
| strecken-/modulabo | 207 | 0.1% |
| seven25 | 76 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 281889 | |
| t | 200159 | |
| e | 192947 | |
| a | 107229 | 6.7% |
| r | 103600 | 6.5% |
| i | 96559 | 6.1% |
| s | 92269 | 5.8% |
| o | 88978 | 5.6% |
| N | 88564 | 5.6% |
| m | 88564 | 5.6% |
| Other values (20) | 247873 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1280041 | |
| Uppercase Letter | 219460 | 13.8% |
| Space Separator | 88564 | 5.6% |
| Dash Punctuation | 207 | < 0.1% |
| Other Punctuation | 207 | < 0.1% |
| Decimal Number | 152 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 281889 | |
| t | 200159 | |
| e | 192947 | |
| a | 107229 | 8.4% |
| r | 103600 | 8.1% |
| i | 96559 | 7.5% |
| s | 92269 | 7.2% |
| o | 88978 | 7.0% |
| m | 88564 | 6.9% |
| p | 11200 | 0.9% |
| Other values (8) | 16647 | 1.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 88564 | |
| B | 88564 | |
| G | 15147 | 6.9% |
| A | 15147 | 6.9% |
| S | 11407 | 5.2% |
| T | 424 | 0.2% |
| M | 207 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 76 | |
| 5 | 76 |
Space Separator
| Value | Count | Frequency (%) |
| 88564 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 207 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1499501 | |
| Common | 89130 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 281889 | |
| t | 200159 | |
| e | 192947 | |
| a | 107229 | 7.2% |
| r | 103600 | 6.9% |
| i | 96559 | 6.4% |
| s | 92269 | 6.2% |
| o | 88978 | 5.9% |
| N | 88564 | 5.9% |
| m | 88564 | 5.9% |
| Other values (15) | 158743 |
Common
| Value | Count | Frequency (%) |
| 88564 | ||
| - | 207 | 0.2% |
| / | 207 | 0.2% |
| 2 | 76 | 0.1% |
| 5 | 76 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1588631 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 281889 | |
| t | 200159 | |
| e | 192947 | |
| a | 107229 | 6.7% |
| r | 103600 | 6.5% |
| i | 96559 | 6.1% |
| s | 92269 | 5.8% |
| o | 88978 | 5.6% |
| N | 88564 | 5.6% |
| m | 88564 | 5.6% |
| Other values (20) | 247873 |
| Distinct | 1447 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 21482 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.52140499 |
| Minimum | 0 |
|---|---|
| Maximum | 6300 |
| Zeros | 40 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.8 |
| Q1 | 8.1 |
| median | 15.6 |
| Q3 | 28.9 |
| 95-th percentile | 60.6 |
| Maximum | 6300 |
| Range | 6300 |
| Interquartile range (IQR) | 20.8 |
Descriptive statistics
| Standard deviation | 205.6276614 |
|---|---|
| Coefficient of variation (CV) | 6.134219656 |
| Kurtosis | 442.8823229 |
| Mean | 33.52140499 |
| Median Absolute Deviation (MAD) | 8.9 |
| Skewness | 19.86197468 |
| Sum | 6873731.7 |
| Variance | 42282.73512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 4852 | 2.1% |
| 6.8 | 4778 | 2.1% |
| 3.4 | 3963 | 1.7% |
| 8.8 | 3027 | 1.3% |
| 6.2 | 2830 | 1.2% |
| 5.8 | 2425 | 1.1% |
| 28 | 2393 | 1.1% |
| 3.7 | 2357 | 1.0% |
| 14 | 2340 | 1.0% |
| 10.8 | 2337 | 1.0% |
| Other values (1437) | 173753 | |
| (Missing) | 21482 | 9.5% |
| Value | Count | Frequency (%) |
| 0 | 40 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 1.3 | 2 | < 0.1% |
| 1.4 | 10 | < 0.1% |
| 1.5 | 7 | < 0.1% |
| 1.7 | 2 | < 0.1% |
| 2 | 303 | |
| 2.1 | 4 | < 0.1% |
| 2.2 | 384 | |
| 2.3 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 6300 | 55 | < 0.1% |
| 4840 | 22 | < 0.1% |
| 4520 | 1 | < 0.1% |
| 4340 | 11 | < 0.1% |
| 4050 | 4 | < 0.1% |
| 3860 | 200 | |
| 3520 | 1 | < 0.1% |
| 2880 | 130 | |
| 2700 | 75 | < 0.1% |
| 2650 | 110 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5355 |
| Missing (%) | 2.4% |
| Memory size | 221.5 KiB |
| Freizeit und Unterhaltung | |
|---|---|
| Arbeit und Lernen | |
| Sonstige |
Length
| Max length | 25 |
|---|---|
| Median length | 25 |
| Mean length | 21.73834218 |
| Min length | 8 |
Characters and Unicode
| Total characters | 4808130 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Freizeit und Unterhaltung |
|---|---|
| 2nd row | Freizeit und Unterhaltung |
| 3rd row | Freizeit und Unterhaltung |
| 4th row | Freizeit und Unterhaltung |
| 5th row | Freizeit und Unterhaltung |
Common Values
| Value | Count | Frequency (%) |
| Freizeit und Unterhaltung | 147614 | |
| Arbeit und Lernen | 58804 | 26.0% |
| Sonstige | 14764 | 6.5% |
| (Missing) | 5355 | 2.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| und | 206418 | |
| freizeit | 147614 | |
| unterhaltung | 147614 | |
| arbeit | 58804 | 9.3% |
| lernen | 58804 | 9.3% |
| sonstige | 14764 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 634018 | |
| n | 634018 | |
| t | 516410 | |
| 412836 | ||
| r | 412836 | |
| i | 368796 | 7.7% |
| u | 354032 | 7.4% |
| d | 206418 | 4.3% |
| g | 162378 | 3.4% |
| F | 147614 | 3.1% |
| Other values (11) | 958774 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3967694 | |
| Uppercase Letter | 427600 | 8.9% |
| Space Separator | 412836 | 8.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 634018 | |
| n | 634018 | |
| t | 516410 | |
| r | 412836 | |
| i | 368796 | |
| u | 354032 | |
| d | 206418 | 5.2% |
| g | 162378 | 4.1% |
| a | 147614 | 3.7% |
| l | 147614 | 3.7% |
| Other values (5) | 383560 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 147614 | |
| U | 147614 | |
| A | 58804 | 13.8% |
| L | 58804 | 13.8% |
| S | 14764 | 3.5% |
Space Separator
| Value | Count | Frequency (%) |
| 412836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4395294 | |
| Common | 412836 | 8.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 634018 | |
| n | 634018 | |
| t | 516410 | |
| r | 412836 | |
| i | 368796 | |
| u | 354032 | |
| d | 206418 | 4.7% |
| g | 162378 | 3.7% |
| F | 147614 | 3.4% |
| a | 147614 | 3.4% |
| Other values (10) | 811160 |
Common
| Value | Count | Frequency (%) |
| 412836 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4808130 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 634018 | |
| n | 634018 | |
| t | 516410 | |
| 412836 | ||
| r | 412836 | |
| i | 368796 | 7.7% |
| u | 354032 | 7.4% |
| d | 206418 | 4.3% |
| g | 162378 | 3.4% |
| F | 147614 | 3.1% |
| Other values (11) | 958774 |
| Distinct | 1316 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 38301 |
| Missing (%) | 16.9% |
| Memory size | 1.7 MiB |
| Minimum | 2022-11-18 00:00:00 |
|---|---|
| Maximum | 2022-11-18 23:59:00 |
| Distinct | 1326 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 38301 |
| Missing (%) | 16.9% |
| Memory size | 1.7 MiB |
| Minimum | 2022-11-18 00:00:00 |
|---|---|
| Maximum | 2022-11-18 23:59:00 |
| Distinct | 2363 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 38301 |
| Missing (%) | 16.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8508862.205 |
| Minimum | 1101961 |
|---|---|
| Maximum | 8891702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1101961 |
|---|---|
| 5-th percentile | 8500023 |
| Q1 | 8503000 |
| median | 8504300 |
| Q3 | 8507000 |
| 95-th percentile | 8576333 |
| Maximum | 8891702 |
| Range | 7789741 |
| Interquartile range (IQR) | 4000 |
Descriptive statistics
| Standard deviation | 51945.08393 |
|---|---|
| Coefficient of variation (CV) | 0.006104821382 |
| Kurtosis | 4650.318474 |
| Mean | 8508862.205 |
| Median Absolute Deviation (MAD) | 2150 |
| Skewness | -38.85345395 |
| Sum | 1.601674186 × 1012 |
| Variance | 2698291745 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8503000 | 20030 | 8.8% |
| 8507000 | 11187 | 4.9% |
| 8500010 | 7302 | 3.2% |
| 8505000 | 6770 | 3.0% |
| 8503016 | 5553 | 2.5% |
| 8500218 | 5215 | 2.3% |
| 8506000 | 4188 | 1.8% |
| 8506302 | 3042 | 1.3% |
| 8509000 | 2394 | 1.1% |
| 8502113 | 2352 | 1.0% |
| Other values (2353) | 120203 | |
| (Missing) | 38301 | 16.9% |
| Value | Count | Frequency (%) |
| 1101961 | 2 | < 0.1% |
| 5103865 | 1 | < 0.1% |
| 5510017 | 2 | < 0.1% |
| 8001071 | 18 | |
| 8001093 | 1 | < 0.1% |
| 8002084 | 1 | < 0.1% |
| 8002140 | 1 | < 0.1% |
| 8002181 | 3 | < 0.1% |
| 8002253 | 3 | < 0.1% |
| 8002301 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 8891702 | 1 | < 0.1% |
| 8812005 | 1 | < 0.1% |
| 8775100 | 1 | < 0.1% |
| 8774687 | 1 | < 0.1% |
| 8774549 | 3 | < 0.1% |
| 8771513 | 1 | < 0.1% |
| 8771304 | 4 | < 0.1% |
| 8718206 | 4 | < 0.1% |
| 8596004 | 10 | |
| 8595931 | 1 | < 0.1% |
| Distinct | 55 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 38301 |
| Missing (%) | 16.9% |
| Memory size | 223.8 KiB |
| SBB | |
|---|---|
| BLS | 10454 |
| SOB | 7407 |
| THU | 6928 |
| RhB | 4434 |
| Other values (50) | 12253 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.972789477 |
| Min length | 1 |
Characters and Unicode
| Total characters | 559586 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | SBB |
|---|---|
| 2nd row | SBB |
| 3rd row | SBB |
| 4th row | SBB |
| 5th row | SBB |
Common Values
| Value | Count | Frequency (%) |
| SBB | 146760 | |
| BLS | 10454 | 4.6% |
| SOB | 7407 | 3.3% |
| THU | 6928 | 3.1% |
| RhB | 4434 | 2.0% |
| ZB | 3404 | 1.5% |
| MGB | 1712 | 0.8% |
| AVA | 1121 | 0.5% |
| RBS | 1022 | 0.5% |
| AB- | 985 | 0.4% |
| Other values (45) | 4009 | 1.8% |
| (Missing) | 38301 | 16.9% |
Length
| Value | Count | Frequency (%) |
| sbb | 146760 | |
| bls | 10454 | 5.6% |
| sob | 7407 | 3.9% |
| thu | 6928 | 3.7% |
| rhb | 4434 | 2.4% |
| zb | 3406 | 1.8% |
| mgb | 1712 | 0.9% |
| ava | 1121 | 0.6% |
| rbs | 1022 | 0.5% |
| ab | 985 | 0.5% |
| Other values (43) | 4007 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 324882 | |
| S | 166601 | |
| L | 10580 | 1.9% |
| O | 7936 | 1.4% |
| U | 7504 | 1.3% |
| T | 7392 | 1.3% |
| H | 6928 | 1.2% |
| R | 6200 | 1.1% |
| h | 4434 | 0.8% |
| A | 4343 | 0.8% |
| Other values (21) | 12786 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 554041 | |
| Lowercase Letter | 4551 | 0.8% |
| Dash Punctuation | 987 | 0.2% |
| Connector Punctuation | 7 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 324882 | |
| S | 166601 | |
| L | 10580 | 1.9% |
| O | 7936 | 1.4% |
| U | 7504 | 1.4% |
| T | 7392 | 1.3% |
| H | 6928 | 1.3% |
| R | 6200 | 1.1% |
| A | 4343 | 0.8% |
| Z | 3982 | 0.7% |
| Other values (15) | 7693 | 1.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| h | 4434 | |
| e | 65 | 1.4% |
| r | 42 | 0.9% |
| t | 10 | 0.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 987 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 558592 | |
| Common | 994 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 324882 | |
| S | 166601 | |
| L | 10580 | 1.9% |
| O | 7936 | 1.4% |
| U | 7504 | 1.3% |
| T | 7392 | 1.3% |
| H | 6928 | 1.2% |
| R | 6200 | 1.1% |
| h | 4434 | 0.8% |
| A | 4343 | 0.8% |
| Other values (19) | 11792 | 2.1% |
Common
| Value | Count | Frequency (%) |
| - | 987 | |
| _ | 7 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 559536 | |
| None | 50 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 324882 | |
| S | 166601 | |
| L | 10580 | 1.9% |
| O | 7936 | 1.4% |
| U | 7504 | 1.3% |
| T | 7392 | 1.3% |
| H | 6928 | 1.2% |
| R | 6200 | 1.1% |
| h | 4434 | 0.8% |
| A | 4343 | 0.8% |
| Other values (19) | 12736 | 2.3% |
None
| Value | Count | Frequency (%) |
| Ö | 49 | |
| Ü | 1 | 2.0% |
| Distinct | 18232 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 38301 |
| Missing (%) | 16.9% |
| Memory size | 1.1 MiB |
| IC 5 | 578 |
|---|---|
| IC 8 | 462 |
| IC 8 808 | 437 |
| IC 1 | 416 |
| IC 8 825 | 405 |
| Other values (18227) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 8.92787777 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1680548 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6262 ? |
|---|---|
| Unique (%) | 3.3% |
Sample
| 1st row | IC-51-1629 |
|---|---|
| 2nd row | IC-1-722 |
| 3rd row | IC-6-1076 |
| 4th row | IC-3-580 |
| 5th row | RE--4818 |
Common Values
| Value | Count | Frequency (%) |
| IC 5 | 578 | 0.3% |
| IC 8 | 462 | 0.2% |
| IC 8 808 | 437 | 0.2% |
| IC 1 | 416 | 0.2% |
| IC 8 825 | 405 | 0.2% |
| IC 8 827 | 403 | 0.2% |
| IC 8 829 | 379 | 0.2% |
| IC 8 826 | 362 | 0.2% |
| IC 8 810 | 358 | 0.2% |
| IC 8 806 | 339 | 0.1% |
| Other values (18222) | 184097 | |
| (Missing) | 38301 | 16.9% |
Length
| Value | Count | Frequency (%) |
| s | 53411 | 11.1% |
| ic | 43969 | 9.1% |
| ir | 40123 | 8.3% |
| 5 | 13767 | 2.9% |
| 8 | 12735 | 2.6% |
| 1 | 11067 | 2.3% |
| 3 | 10270 | 2.1% |
| re | 8794 | 1.8% |
| 75 | 6602 | 1.4% |
| r | 5513 | 1.1% |
| Other values (14443) | 274528 |
Most occurring characters
| Value | Count | Frequency (%) |
| 309520 | ||
| 1 | 196200 | |
| 2 | 150803 | |
| I | 109810 | 6.5% |
| 5 | 108139 | 6.4% |
| 3 | 101937 | 6.1% |
| 6 | 91891 | 5.5% |
| 8 | 87046 | 5.2% |
| 7 | 83765 | 5.0% |
| R | 67627 | 4.0% |
| Other values (13) | 373810 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 994217 | |
| Uppercase Letter | 316905 | 18.9% |
| Space Separator | 309520 | 18.4% |
| Dash Punctuation | 59906 | 3.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 109810 | |
| R | 67627 | |
| C | 64039 | |
| S | 56077 | |
| E | 17690 | 5.6% |
| G | 511 | 0.2% |
| T | 500 | 0.2% |
| V | 500 | 0.2% |
| N | 116 | < 0.1% |
| L | 33 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 196200 | |
| 2 | 150803 | |
| 5 | 108139 | |
| 3 | 101937 | |
| 6 | 91891 | |
| 8 | 87046 | |
| 7 | 83765 | |
| 4 | 63272 | 6.4% |
| 0 | 56052 | 5.6% |
| 9 | 55112 | 5.5% |
Space Separator
| Value | Count | Frequency (%) |
| 309520 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 59906 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1363643 | |
| Latin | 316905 | 18.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 309520 | ||
| 1 | 196200 | |
| 2 | 150803 | |
| 5 | 108139 | 7.9% |
| 3 | 101937 | 7.5% |
| 6 | 91891 | 6.7% |
| 8 | 87046 | 6.4% |
| 7 | 83765 | 6.1% |
| 4 | 63272 | 4.6% |
| - | 59906 | 4.4% |
| Other values (2) | 111164 | 8.2% |
Latin
| Value | Count | Frequency (%) |
| I | 109810 | |
| R | 67627 | |
| C | 64039 | |
| S | 56077 | |
| E | 17690 | 5.6% |
| G | 511 | 0.2% |
| T | 500 | 0.2% |
| V | 500 | 0.2% |
| N | 116 | < 0.1% |
| L | 33 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1680548 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 309520 | ||
| 1 | 196200 | |
| 2 | 150803 | |
| I | 109810 | 6.5% |
| 5 | 108139 | 6.4% |
| 3 | 101937 | 6.1% |
| 6 | 91891 | 5.5% |
| 8 | 87046 | 5.2% |
| 7 | 83765 | 5.0% |
| R | 67627 | 4.0% |
| Other values (13) | 373810 |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 38301 |
| Missing (%) | 16.9% |
| Memory size | 221.7 KiB |
| IC | |
|---|---|
| S | |
| IR | |
| RE | |
| R | |
| Other values (7) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.683126501 |
| Min length | 1 |
Characters and Unicode
| Total characters | 316825 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | IC |
|---|---|
| 2nd row | IC |
| 3rd row | IC |
| 4th row | IC |
| 5th row | RE |
Common Values
| Value | Count | Frequency (%) |
| IC | 56317 | |
| S | 55968 | |
| IR | 50859 | |
| RE | 9915 | 4.4% |
| R | 6813 | 3.0% |
| EC | 5113 | 2.3% |
| ICE | 2609 | 1.2% |
| TGV | 500 | 0.2% |
| SN | 108 | < 0.1% |
| IRE | 25 | < 0.1% |
| Other values (2) | 9 | < 0.1% |
| (Missing) | 38301 |
Length
| Value | Count | Frequency (%) |
| ic | 56317 | |
| s | 55968 | |
| ir | 50859 | |
| re | 9915 | 5.3% |
| r | 6813 | 3.6% |
| ec | 5113 | 2.7% |
| ice | 2609 | 1.4% |
| tgv | 500 | 0.3% |
| sn | 108 | 0.1% |
| ire | 25 | < 0.1% |
| Other values (2) | 9 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 109810 | |
| R | 67612 | |
| C | 64039 | |
| S | 56077 | |
| E | 17670 | 5.6% |
| T | 500 | 0.2% |
| G | 500 | 0.2% |
| V | 500 | 0.2% |
| N | 116 | < 0.1% |
| L | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 316825 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 109810 | |
| R | 67612 | |
| C | 64039 | |
| S | 56077 | |
| E | 17670 | 5.6% |
| T | 500 | 0.2% |
| G | 500 | 0.2% |
| V | 500 | 0.2% |
| N | 116 | < 0.1% |
| L | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 316825 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 109810 | |
| R | 67612 | |
| C | 64039 | |
| S | 56077 | |
| E | 17670 | 5.6% |
| T | 500 | 0.2% |
| G | 500 | 0.2% |
| V | 500 | 0.2% |
| N | 116 | < 0.1% |
| L | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 316825 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 109810 | |
| R | 67612 | |
| C | 64039 | |
| S | 56077 | |
| E | 17670 | 5.6% |
| T | 500 | 0.2% |
| G | 500 | 0.2% |
| V | 500 | 0.2% |
| N | 116 | < 0.1% |
| L | 1 | < 0.1% |
| Distinct | 1464 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 38301 |
| Missing (%) | 16.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8500531.918 |
| Minimum | 5501362 |
|---|---|
| Maximum | 8814001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 5501362 |
|---|---|
| 5-th percentile | 8500023 |
| Q1 | 8503000 |
| median | 8503127 |
| Q3 | 8506290 |
| 95-th percentile | 8509000 |
| Maximum | 8814001 |
| Range | 3312639 |
| Interquartile range (IQR) | 3290 |
Descriptive statistics
| Standard deviation | 42794.67661 |
|---|---|
| Coefficient of variation (CV) | 0.005034352793 |
| Kurtosis | 611.7592452 |
| Mean | 8500531.918 |
| Median Absolute Deviation (MAD) | 1873 |
| Skewness | -16.80357096 |
| Sum | 1.600106126 × 1012 |
| Variance | 1831384346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8503000 | 35107 | 15.5% |
| 8507000 | 17066 | 7.5% |
| 8505000 | 9928 | 4.4% |
| 8500218 | 8140 | 3.6% |
| 8500010 | 7156 | 3.2% |
| 8506000 | 5432 | 2.4% |
| 8506302 | 4604 | 2.0% |
| 8503016 | 3756 | 1.7% |
| 8509000 | 3721 | 1.6% |
| 8502113 | 2831 | 1.2% |
| Other values (1454) | 90495 | |
| (Missing) | 38301 |
| Value | Count | Frequency (%) |
| 5501362 | 1 | < 0.1% |
| 5510017 | 3 | < 0.1% |
| 8001071 | 15 | |
| 8001093 | 1 | < 0.1% |
| 8002140 | 1 | < 0.1% |
| 8002181 | 3 | < 0.1% |
| 8002253 | 3 | < 0.1% |
| 8002301 | 2 | < 0.1% |
| 8002307 | 1 | < 0.1% |
| 8002371 | 7 |
| Value | Count | Frequency (%) |
| 8814001 | 1 | < 0.1% |
| 8774647 | 1 | < 0.1% |
| 8774600 | 1 | < 0.1% |
| 8774549 | 6 | |
| 8774538 | 1 | < 0.1% |
| 8772568 | 1 | < 0.1% |
| 8772319 | 1 | < 0.1% |
| 8771513 | 1 | < 0.1% |
| 8771304 | 5 | |
| 8768888 | 1 | < 0.1% |
| Distinct | 1340 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 27467 |
| Missing (%) | 12.1% |
| Memory size | 1.7 MiB |
| Minimum | 2022-11-18 00:00:00 |
|---|---|
| Maximum | 2022-11-18 23:59:00 |
| Distinct | 1363 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 27467 |
| Missing (%) | 12.1% |
| Memory size | 1.7 MiB |
| Minimum | 2022-11-18 00:00:00 |
|---|---|
| Maximum | 2022-11-18 23:59:00 |
| Distinct | 10832 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 27467 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8510008.922 |
| Minimum | 1101316 |
|---|---|
| Maximum | 8891702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1101316 |
|---|---|
| 5-th percentile | 8500026 |
| Q1 | 8503000 |
| median | 8505000 |
| Q3 | 8507555 |
| 95-th percentile | 8587771 |
| Maximum | 8891702 |
| Range | 7790386 |
| Interquartile range (IQR) | 4555 |
Descriptive statistics
| Standard deviation | 108047.7434 |
|---|---|
| Coefficient of variation (CV) | 0.01269654878 |
| Kurtosis | 3650.066826 |
| Mean | 8510008.922 |
| Median Absolute Deviation (MAD) | 2172 |
| Skewness | -54.12944026 |
| Sum | 1.694087476 × 1012 |
| Variance | 1.167431486 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8503000 | 13118 | 5.8% |
| 8507000 | 8257 | 3.6% |
| 8500010 | 6758 | 3.0% |
| 8503016 | 5753 | 2.5% |
| 8505000 | 5707 | 2.5% |
| 8506000 | 3269 | 1.4% |
| 8500218 | 2541 | 1.1% |
| 8506302 | 2478 | 1.1% |
| 8502113 | 2004 | 0.9% |
| 8507100 | 1934 | 0.9% |
| Other values (10822) | 147251 | |
| (Missing) | 27467 | 12.1% |
| Value | Count | Frequency (%) |
| 1101316 | 1 | < 0.1% |
| 1101327 | 1 | < 0.1% |
| 1101954 | 1 | < 0.1% |
| 1101957 | 1 | < 0.1% |
| 1102034 | 1 | < 0.1% |
| 1104935 | 1 | < 0.1% |
| 1106493 | 26 | |
| 1401810 | 1 | < 0.1% |
| 5103865 | 1 | < 0.1% |
| 5510017 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 8891702 | 1 | < 0.1% |
| 8812005 | 1 | < 0.1% |
| 8776302 | 1 | < 0.1% |
| 8775100 | 1 | < 0.1% |
| 8774687 | 2 | < 0.1% |
| 8774600 | 3 | |
| 8774564 | 2 | < 0.1% |
| 8774549 | 3 | |
| 8774232 | 1 | < 0.1% |
| 8772319 | 7 |
| Distinct | 10607 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 27467 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8507925.039 |
| Minimum | 1101322 |
|---|---|
| Maximum | 8831138 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1101322 |
|---|---|
| 5-th percentile | 8500023 |
| Q1 | 8503000 |
| median | 8505000 |
| Q3 | 8507483 |
| 95-th percentile | 8588604.65 |
| Maximum | 8831138 |
| Range | 7729816 |
| Interquartile range (IQR) | 4483 |
Descriptive statistics
| Standard deviation | 124982.7345 |
|---|---|
| Coefficient of variation (CV) | 0.01469015464 |
| Kurtosis | 2744.585839 |
| Mean | 8507925.039 |
| Median Absolute Deviation (MAD) | 2054 |
| Skewness | -47.23386188 |
| Sum | 1.693672637 × 1012 |
| Variance | 1.562068392 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8503000 | 18046 | 8.0% |
| 8507000 | 9965 | 4.4% |
| 8505000 | 6822 | 3.0% |
| 8500010 | 6583 | 2.9% |
| 8503016 | 4868 | 2.1% |
| 8506000 | 4112 | 1.8% |
| 8506302 | 3530 | 1.6% |
| 8500218 | 2646 | 1.2% |
| 8502113 | 2457 | 1.1% |
| 8507100 | 1940 | 0.9% |
| Other values (10597) | 138101 | |
| (Missing) | 27467 | 12.1% |
| Value | Count | Frequency (%) |
| 1101322 | 1 | < 0.1% |
| 1101323 | 1 | < 0.1% |
| 1101535 | 1 | < 0.1% |
| 1101894 | 2 | < 0.1% |
| 1101957 | 3 | < 0.1% |
| 1101966 | 2 | < 0.1% |
| 1102138 | 2 | < 0.1% |
| 1102502 | 1 | < 0.1% |
| 1106493 | 22 | |
| 1110000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8831138 | 1 | < 0.1% |
| 8814001 | 1 | < 0.1% |
| 8774700 | 2 | < 0.1% |
| 8774687 | 1 | < 0.1% |
| 8774647 | 1 | < 0.1% |
| 8774600 | 1 | < 0.1% |
| 8774564 | 1 | < 0.1% |
| 8774549 | 8 | |
| 8774538 | 1 | < 0.1% |
| 8774500 | 1 | < 0.1% |
| Distinct | 12165 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 6590 |
| Missing (%) | 2.9% |
| Memory size | 796.1 KiB |
| Zürich HB | 14097 |
|---|---|
| Bern | 8847 |
| Basel SBB | 7348 |
| Luzern | 6125 |
| Zürich Flughafen | 6109 |
| Other values (12160) |
Length
| Max length | 33 |
|---|---|
| Median length | 26 |
| Mean length | 11.29004715 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2483212 |
|---|---|
| Distinct characters | 91 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 3874 ? |
|---|---|
| Unique (%) | 1.8% |
Sample
| 1st row | Biel/Bienne |
|---|---|
| 2nd row | Aarau |
| 3rd row | Zweilütschinen |
| 4th row | Chur |
| 5th row | Buchs SG, Werdenberg |
Common Values
| Value | Count | Frequency (%) |
| Zürich HB | 14097 | 6.2% |
| Bern | 8847 | 3.9% |
| Basel SBB | 7348 | 3.2% |
| Luzern | 6125 | 2.7% |
| Zürich Flughafen | 6109 | 2.7% |
| Winterthur | 3565 | 1.6% |
| Olten | 2762 | 1.2% |
| St. Gallen | 2623 | 1.2% |
| Aarau | 2123 | 0.9% |
| Thun | 2049 | 0.9% |
| Other values (12155) | 164299 | |
| (Missing) | 6590 | 2.9% |
Length
| Value | Count | Frequency (%) |
| zürich | 27577 | 8.1% |
| hb | 14330 | 4.2% |
| bern | 10897 | 3.2% |
| basel | 8785 | 2.6% |
| sbb | 7628 | 2.2% |
| luzern | 7017 | 2.1% |
| flughafen | 6239 | 1.8% |
| st | 4963 | 1.5% |
| winterthur | 4919 | 1.4% |
| dorf | 4213 | 1.2% |
| Other values (9201) | 243073 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 243874 | 9.8% |
| n | 194238 | 7.8% |
| r | 177962 | 7.2% |
| i | 136920 | 5.5% |
| a | 136428 | 5.5% |
| 119753 | 4.8% | |
| l | 118248 | 4.8% |
| t | 110825 | 4.5% |
| h | 107515 | 4.3% |
| s | 93495 | 3.8% |
| Other values (81) | 1043954 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1882545 | |
| Uppercase Letter | 412384 | 16.6% |
| Space Separator | 119753 | 4.8% |
| Other Punctuation | 54939 | 2.2% |
| Dash Punctuation | 9796 | 0.4% |
| Open Punctuation | 1796 | 0.1% |
| Close Punctuation | 1796 | 0.1% |
| Decimal Number | 196 | < 0.1% |
| Math Symbol | 7 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 243874 | |
| n | 194238 | |
| r | 177962 | 9.5% |
| i | 136920 | 7.3% |
| a | 136428 | 7.2% |
| l | 118248 | 6.3% |
| t | 110825 | 5.9% |
| h | 107515 | 5.7% |
| s | 93495 | 5.0% |
| o | 78594 | 4.2% |
| Other values (30) | 484446 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 80361 | |
| S | 48066 | |
| Z | 39198 | 9.5% |
| H | 28563 | 6.9% |
| L | 23149 | 5.6% |
| G | 22819 | 5.5% |
| W | 19911 | 4.8% |
| A | 18211 | 4.4% |
| F | 15861 | 3.8% |
| R | 14511 | 3.5% |
| Other values (23) | 101734 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 74 | |
| 6 | 31 | |
| 3 | 26 | 13.3% |
| 0 | 25 | 12.8% |
| 1 | 17 | 8.7% |
| 2 | 12 | 6.1% |
| 7 | 10 | 5.1% |
| 8 | 1 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 42693 | |
| . | 7625 | 13.9% |
| / | 4475 | 8.1% |
| ' | 145 | 0.3% |
| & | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 119753 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9796 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1796 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1796 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2294929 | |
| Common | 188283 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 243874 | 10.6% |
| n | 194238 | 8.5% |
| r | 177962 | 7.8% |
| i | 136920 | 6.0% |
| a | 136428 | 5.9% |
| l | 118248 | 5.2% |
| t | 110825 | 4.8% |
| h | 107515 | 4.7% |
| s | 93495 | 4.1% |
| B | 80361 | 3.5% |
| Other values (63) | 895063 |
Common
| Value | Count | Frequency (%) |
| 119753 | ||
| , | 42693 | 22.7% |
| - | 9796 | 5.2% |
| . | 7625 | 4.0% |
| / | 4475 | 2.4% |
| ( | 1796 | 1.0% |
| ) | 1796 | 1.0% |
| ' | 145 | 0.1% |
| 4 | 74 | < 0.1% |
| 6 | 31 | < 0.1% |
| Other values (8) | 99 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2427453 | |
| None | 55759 | 2.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 243874 | 10.0% |
| n | 194238 | 8.0% |
| r | 177962 | 7.3% |
| i | 136920 | 5.6% |
| a | 136428 | 5.6% |
| 119753 | 4.9% | |
| l | 118248 | 4.9% |
| t | 110825 | 4.6% |
| h | 107515 | 4.4% |
| s | 93495 | 3.9% |
| Other values (60) | 988195 |
None
| Value | Count | Frequency (%) |
| ü | 41179 | |
| ä | 7338 | 13.2% |
| ö | 3826 | 6.9% |
| è | 1286 | 2.3% |
| é | 1067 | 1.9% |
| â | 464 | 0.8% |
| Ü | 361 | 0.6% |
| Ä | 91 | 0.2% |
| ô | 40 | 0.1% |
| Ö | 33 | 0.1% |
| Other values (11) | 74 | 0.1% |
| Distinct | 11995 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 6587 |
| Missing (%) | 2.9% |
| Memory size | 794.9 KiB |
| Zürich HB | |
|---|---|
| Bern | 10621 |
| Luzern | 7333 |
| Basel SBB | 7220 |
| Zürich Flughafen | 5167 |
| Other values (11990) |
Length
| Max length | 40 |
|---|---|
| Median length | 28 |
| Mean length | 11.20180496 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2463837 |
|---|---|
| Distinct characters | 95 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 4131 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | Aesch BL |
|---|---|
| 2nd row | Bern |
| 3rd row | Bern Wankdorf |
| 4th row | Zürich HB |
| 5th row | Muhen Nord |
Common Values
| Value | Count | Frequency (%) |
| Zürich HB | 19401 | 8.6% |
| Bern | 10621 | 4.7% |
| Luzern | 7333 | 3.2% |
| Basel SBB | 7220 | 3.2% |
| Zürich Flughafen | 5167 | 2.3% |
| Winterthur | 4419 | 2.0% |
| St. Gallen | 3720 | 1.6% |
| Olten | 2855 | 1.3% |
| Aarau | 2636 | 1.2% |
| Thun | 2068 | 0.9% |
| Other values (11985) | 154510 | |
| (Missing) | 6587 | 2.9% |
Length
| Value | Count | Frequency (%) |
| zürich | 37553 | 10.9% |
| hb | 19765 | 5.7% |
| bern | 13468 | 3.9% |
| basel | 8810 | 2.6% |
| luzern | 8663 | 2.5% |
| sbb | 7463 | 2.2% |
| st | 6514 | 1.9% |
| winterthur | 5426 | 1.6% |
| flughafen | 5382 | 1.6% |
| gallen | 5214 | 1.5% |
| Other values (9171) | 226935 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 230818 | 9.4% |
| n | 185671 | 7.5% |
| r | 183738 | 7.5% |
| i | 137653 | 5.6% |
| a | 136482 | 5.5% |
| 125344 | 5.1% | |
| l | 115711 | 4.7% |
| h | 113152 | 4.6% |
| t | 107682 | 4.4% |
| s | 88237 | 3.6% |
| Other values (85) | 1039349 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1849570 | |
| Uppercase Letter | 421239 | 17.1% |
| Space Separator | 125344 | 5.1% |
| Other Punctuation | 55196 | 2.2% |
| Dash Punctuation | 8259 | 0.3% |
| Open Punctuation | 1992 | 0.1% |
| Close Punctuation | 1992 | 0.1% |
| Decimal Number | 226 | < 0.1% |
| Math Symbol | 19 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 230818 | |
| n | 185671 | 10.0% |
| r | 183738 | 9.9% |
| i | 137653 | 7.4% |
| a | 136482 | 7.4% |
| l | 115711 | 6.3% |
| h | 113152 | 6.1% |
| t | 107682 | 5.8% |
| s | 88237 | 4.8% |
| u | 76195 | 4.1% |
| Other values (33) | 474231 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 87549 | |
| Z | 48001 | |
| S | 47582 | |
| H | 32296 | 7.7% |
| L | 24106 | 5.7% |
| G | 22329 | 5.3% |
| W | 18370 | 4.4% |
| A | 17701 | 4.2% |
| F | 14158 | 3.4% |
| R | 13358 | 3.2% |
| Other values (22) | 95789 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 76 | |
| 3 | 30 | 13.3% |
| 6 | 26 | 11.5% |
| 1 | 24 | 10.6% |
| 0 | 22 | 9.7% |
| 2 | 21 | 9.3% |
| 7 | 19 | 8.4% |
| 8 | 4 | 1.8% |
| 9 | 2 | 0.9% |
| 5 | 2 | 0.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 40972 | |
| . | 8778 | 15.9% |
| / | 5328 | 9.7% |
| ' | 116 | 0.2% |
| & | 2 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 125344 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8259 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1992 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1992 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 19 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2270809 | |
| Common | 193028 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 230818 | 10.2% |
| n | 185671 | 8.2% |
| r | 183738 | 8.1% |
| i | 137653 | 6.1% |
| a | 136482 | 6.0% |
| l | 115711 | 5.1% |
| h | 113152 | 5.0% |
| t | 107682 | 4.7% |
| s | 88237 | 3.9% |
| B | 87549 | 3.9% |
| Other values (65) | 884116 |
Common
| Value | Count | Frequency (%) |
| 125344 | ||
| , | 40972 | 21.2% |
| . | 8778 | 4.5% |
| - | 8259 | 4.3% |
| / | 5328 | 2.8% |
| ( | 1992 | 1.0% |
| ) | 1992 | 1.0% |
| ' | 116 | 0.1% |
| 4 | 76 | < 0.1% |
| 3 | 30 | < 0.1% |
| Other values (10) | 141 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2401727 | |
| None | 62110 | 2.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 230818 | 9.6% |
| n | 185671 | 7.7% |
| r | 183738 | 7.7% |
| i | 137653 | 5.7% |
| a | 136482 | 5.7% |
| 125344 | 5.2% | |
| l | 115711 | 4.8% |
| h | 113152 | 4.7% |
| t | 107682 | 4.5% |
| s | 88237 | 3.7% |
| Other values (62) | 977239 |
None
| Value | Count | Frequency (%) |
| ü | 49122 | |
| ä | 6154 | 9.9% |
| ö | 3475 | 5.6% |
| è | 1253 | 2.0% |
| é | 993 | 1.6% |
| â | 456 | 0.7% |
| Ü | 424 | 0.7% |
| ô | 53 | 0.1% |
| Ä | 51 | 0.1% |
| à | 28 | < 0.1% |
| Other values (13) | 101 | 0.2% |
| Distinct | 6252 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 17466 |
| Missing (%) | 7.7% |
| Memory size | 620.7 KiB |
| Zürich HB | |
|---|---|
| Bern | 11773 |
| Basel SBB | 7889 |
| Luzern | 7186 |
| Zürich Flughafen | 5908 |
| Other values (6247) |
Length
| Max length | 31 |
|---|---|
| Median length | 27 |
| Mean length | 10.31267847 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2156082 |
|---|---|
| Distinct characters | 88 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 2888 ? |
|---|---|
| Unique (%) | 1.4% |
Sample
| 1st row | Biel/Bienne |
|---|---|
| 2nd row | Aarau |
| 3rd row | Spiez |
| 4th row | Chur |
| 5th row | Zürich HB |
Common Values
| Value | Count | Frequency (%) |
| Zürich HB | 21001 | 9.3% |
| Bern | 11773 | 5.2% |
| Basel SBB | 7889 | 3.5% |
| Luzern | 7186 | 3.2% |
| Zürich Flughafen | 5908 | 2.6% |
| Olten | 5434 | 2.4% |
| Winterthur | 4483 | 2.0% |
| St. Gallen | 3187 | 1.4% |
| Chur | 2544 | 1.1% |
| Zug | 2479 | 1.1% |
| Other values (6242) | 137187 | |
| (Missing) | 17466 | 7.7% |
Length
| Value | Count | Frequency (%) |
| zürich | 33357 | 10.6% |
| hb | 21549 | 6.8% |
| bahnhof | 20401 | 6.5% |
| bern | 13779 | 4.4% |
| basel | 9514 | 3.0% |
| sbb | 9240 | 2.9% |
| luzern | 8363 | 2.7% |
| flughafen | 6340 | 2.0% |
| olten | 5833 | 1.9% |
| winterthur | 5737 | 1.8% |
| Other values (4850) | 180743 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 182563 | 8.5% |
| n | 179967 | 8.3% |
| r | 147891 | 6.9% |
| h | 134818 | 6.3% |
| a | 126702 | 5.9% |
| B | 111113 | 5.2% |
| i | 110964 | 5.1% |
| 105809 | 4.9% | |
| l | 92767 | 4.3% |
| t | 83496 | 3.9% |
| Other values (78) | 879992 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1599255 | |
| Uppercase Letter | 398304 | 18.5% |
| Space Separator | 105809 | 4.9% |
| Other Punctuation | 43210 | 2.0% |
| Dash Punctuation | 7572 | 0.4% |
| Open Punctuation | 886 | < 0.1% |
| Close Punctuation | 886 | < 0.1% |
| Decimal Number | 99 | < 0.1% |
| Math Symbol | 61 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 182563 | |
| n | 179967 | |
| r | 147891 | 9.2% |
| h | 134818 | 8.4% |
| a | 126702 | 7.9% |
| i | 110964 | 6.9% |
| l | 92767 | 5.8% |
| t | 83496 | 5.2% |
| o | 73765 | 4.6% |
| u | 72631 | 4.5% |
| Other values (28) | 393691 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 111113 | |
| Z | 43840 | 11.0% |
| S | 43054 | 10.8% |
| H | 32790 | 8.2% |
| L | 21822 | 5.5% |
| G | 19446 | 4.9% |
| W | 17562 | 4.4% |
| A | 13864 | 3.5% |
| F | 13854 | 3.5% |
| O | 12052 | 3.0% |
| Other values (23) | 68907 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 44 | |
| 6 | 12 | 12.1% |
| 1 | 11 | 11.1% |
| 3 | 11 | 11.1% |
| 7 | 10 | 10.1% |
| 2 | 10 | 10.1% |
| 0 | 1 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 30545 | |
| . | 6543 | 15.1% |
| / | 6068 | 14.0% |
| ' | 31 | 0.1% |
| & | 23 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 105809 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7572 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 886 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 886 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 61 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1997559 | |
| Common | 158523 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 182563 | 9.1% |
| n | 179967 | 9.0% |
| r | 147891 | 7.4% |
| h | 134818 | 6.7% |
| a | 126702 | 6.3% |
| B | 111113 | 5.6% |
| i | 110964 | 5.6% |
| l | 92767 | 4.6% |
| t | 83496 | 4.2% |
| o | 73765 | 3.7% |
| Other values (61) | 753513 |
Common
| Value | Count | Frequency (%) |
| 105809 | ||
| , | 30545 | 19.3% |
| - | 7572 | 4.8% |
| . | 6543 | 4.1% |
| / | 6068 | 3.8% |
| ( | 886 | 0.6% |
| ) | 886 | 0.6% |
| + | 61 | < 0.1% |
| 4 | 44 | < 0.1% |
| ' | 31 | < 0.1% |
| Other values (7) | 78 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2104889 | |
| None | 51193 | 2.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 182563 | 8.7% |
| n | 179967 | 8.5% |
| r | 147891 | 7.0% |
| h | 134818 | 6.4% |
| a | 126702 | 6.0% |
| B | 111113 | 5.3% |
| i | 110964 | 5.3% |
| 105809 | 5.0% | |
| l | 92767 | 4.4% |
| t | 83496 | 4.0% |
| Other values (59) | 828799 |
None
| Value | Count | Frequency (%) |
| ü | 41974 | |
| ä | 4667 | 9.1% |
| ö | 1508 | 2.9% |
| è | 1154 | 2.3% |
| é | 867 | 1.7% |
| â | 515 | 1.0% |
| Ü | 360 | 0.7% |
| Ä | 79 | 0.2% |
| Ö | 23 | < 0.1% |
| ì | 14 | < 0.1% |
| Other values (9) | 32 | 0.1% |
| Distinct | 5341 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 17463 |
| Missing (%) | 7.7% |
| Memory size | 613.7 KiB |
| Zürich HB | |
|---|---|
| Bern | |
| Luzern | 10435 |
| Olten | 8345 |
| Basel SBB | 7792 |
| Other values (5336) |
Length
| Max length | 40 |
|---|---|
| Median length | 29 |
| Mean length | 8.80995724 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1841933 |
|---|---|
| Distinct characters | 85 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 2790 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | Laufen |
|---|---|
| 2nd row | Bern |
| 3rd row | Bern |
| 4th row | Zürich HB |
| 5th row | Aarau |
Common Values
| Value | Count | Frequency (%) |
| Zürich HB | 36448 | 16.1% |
| Bern | 17714 | 7.8% |
| Luzern | 10435 | 4.6% |
| Olten | 8345 | 3.7% |
| Basel SBB | 7792 | 3.4% |
| Winterthur | 5739 | 2.5% |
| St. Gallen | 4794 | 2.1% |
| Zürich Flughafen | 4055 | 1.8% |
| Chur | 3866 | 1.7% |
| Aarau | 3009 | 1.3% |
| Other values (5331) | 106877 | |
| (Missing) | 17463 | 7.7% |
Length
| Value | Count | Frequency (%) |
| zürich | 49499 | 16.7% |
| hb | 36985 | 12.5% |
| bern | 18628 | 6.3% |
| luzern | 10752 | 3.6% |
| olten | 8433 | 2.8% |
| basel | 8217 | 2.8% |
| sbb | 7983 | 2.7% |
| st | 6064 | 2.0% |
| winterthur | 5999 | 2.0% |
| gallen | 5356 | 1.8% |
| Other values (4489) | 138167 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 163507 | 8.9% |
| r | 156410 | 8.5% |
| n | 140270 | 7.6% |
| i | 111099 | 6.0% |
| B | 98836 | 5.4% |
| h | 95451 | 5.2% |
| 87040 | 4.7% | |
| a | 84530 | 4.6% |
| l | 82998 | 4.5% |
| t | 71412 | 3.9% |
| Other values (75) | 750380 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1346108 | |
| Uppercase Letter | 385323 | 20.9% |
| Space Separator | 87040 | 4.7% |
| Other Punctuation | 15562 | 0.8% |
| Dash Punctuation | 6284 | 0.3% |
| Open Punctuation | 743 | < 0.1% |
| Close Punctuation | 743 | < 0.1% |
| Decimal Number | 126 | < 0.1% |
| Math Symbol | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 163507 | |
| r | 156410 | |
| n | 140270 | |
| i | 111099 | 8.3% |
| h | 95451 | 7.1% |
| a | 84530 | 6.3% |
| l | 82998 | 6.2% |
| t | 71412 | 5.3% |
| c | 65734 | 4.9% |
| u | 63053 | 4.7% |
| Other values (27) | 311644 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 98836 | |
| Z | 57774 | |
| H | 43850 | |
| S | 36263 | 9.4% |
| L | 21682 | 5.6% |
| G | 18169 | 4.7% |
| W | 14556 | 3.8% |
| O | 14321 | 3.7% |
| A | 13003 | 3.4% |
| R | 9551 | 2.5% |
| Other values (22) | 57318 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 36 | |
| 3 | 20 | |
| 6 | 20 | |
| 7 | 20 | |
| 2 | 20 | |
| 1 | 10 | 7.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6818 | |
| , | 4677 | |
| / | 4045 | |
| ' | 20 | 0.1% |
| & | 2 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 87040 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6284 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 743 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 743 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1731431 | |
| Common | 110502 | 6.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 163507 | 9.4% |
| r | 156410 | 9.0% |
| n | 140270 | 8.1% |
| i | 111099 | 6.4% |
| B | 98836 | 5.7% |
| h | 95451 | 5.5% |
| a | 84530 | 4.9% |
| l | 82998 | 4.8% |
| t | 71412 | 4.1% |
| c | 65734 | 3.8% |
| Other values (59) | 661184 |
Common
| Value | Count | Frequency (%) |
| 87040 | ||
| . | 6818 | 6.2% |
| - | 6284 | 5.7% |
| , | 4677 | 4.2% |
| / | 4045 | 3.7% |
| ( | 743 | 0.7% |
| ) | 743 | 0.7% |
| 4 | 36 | < 0.1% |
| ' | 20 | < 0.1% |
| 3 | 20 | < 0.1% |
| Other values (6) | 76 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1779248 | |
| None | 62685 | 3.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 163507 | 9.2% |
| r | 156410 | 8.8% |
| n | 140270 | 7.9% |
| i | 111099 | 6.2% |
| B | 98836 | 5.6% |
| h | 95451 | 5.4% |
| 87040 | 4.9% | |
| a | 84530 | 4.8% |
| l | 82998 | 4.7% |
| t | 71412 | 4.0% |
| Other values (58) | 687695 |
None
| Value | Count | Frequency (%) |
| ü | 55870 | |
| ä | 3191 | 5.1% |
| ö | 1009 | 1.6% |
| è | 909 | 1.5% |
| é | 684 | 1.1% |
| â | 510 | 0.8% |
| Ü | 420 | 0.7% |
| Ä | 35 | 0.1% |
| Ö | 19 | < 0.1% |
| ô | 9 | < 0.1% |
| Other values (7) | 29 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | participant_id | u_date | S_alter | S_sex | S_wohnsitz | u_klassencode | u_ga | S_AB3_HTA | R_anschluss | R_stoerung | device_type | dispcode | u_ticket | u_fahrausweis | u_preis | R_zweck | ft_abfahrt | ft_ankunft | ft_startort_uic | ft_tu | ft_vm | ft_vm_kurz | ft_zielort_uic | fg_abfahrt | fg_ankunft | fg_startort_uic | fg_zielort_uic | fg_startort | fg_zielort | ft_startort | ft_zielort | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 226335 | 583619 | 2022-10-30 | 55.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | ja | Ja | Nein | Desktop | Beendet | Mobile-Ticket | Normales Billett | 13.5 | Freizeit und Unterhaltung | 2022-11-18 16:49:00 | 2022-11-18 17:34:00 | 8504300 | SBB | IC-51-1629 | IC | 8500113 | 2022-11-18 16:49:00 | 2022-11-18 18:10:00 | 8504300 | 8500117 | Biel/Bienne | Aesch BL | Biel/Bienne | Laufen |
| 1 | 226400 | 583724 | 2022-10-30 | 20.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | ja | Ja | NaN | Desktop | Beendet | Mobile-Ticket | Normales Billett | 16.5 | Freizeit und Unterhaltung | 2022-11-18 14:30:00 | 2022-11-18 15:24:00 | 8502113 | SBB | IC-1-722 | IC | 8507000 | 2022-11-18 14:30:00 | 2022-11-18 15:24:00 | 8502113 | 8507000 | Aarau | Bern | Aarau | Bern |
| 2 | 226141 | 583352 | 2022-10-30 | 56.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | nein | NaN | NaN | Desktop | Ausgescreent | NaN | GA | NaN | Freizeit und Unterhaltung | 2022-11-18 15:54:00 | 2022-11-18 16:24:00 | 8507483 | SBB | IC-6-1076 | IC | 8507000 | 2022-11-18 15:12:00 | 2022-11-18 16:33:00 | 8507389 | 8516161 | Zweilütschinen | Bern Wankdorf | Spiez | Bern |
| 3 | 226748 | 584194 | 2022-10-30 | 26.0 | weiblich | In der Schweiz / Liechtenstein | NaN | NaN | nein | Ja | Nein | Desktop | Beendet | Mobile-Ticket | Normales Billett | 15.5 | Freizeit und Unterhaltung | 2022-11-18 17:08:00 | 2022-11-18 18:22:00 | 8509000 | SBB | IC-3-580 | IC | 8503000 | 2022-11-18 17:08:00 | 2022-11-18 18:22:00 | 8509000 | 8503000 | Chur | Zürich HB | Chur | Zürich HB |
| 4 | 226415 | 583744 | 2022-10-30 | 43.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | ja | Ja | Nein | Desktop | Beendet nach Unterbrechung | Mobile-Ticket | Normales Billett | 29.5 | Freizeit und Unterhaltung | 2022-11-18 11:38:00 | 2022-11-18 12:05:00 | 8503000 | SBB | RE--4818 | RE | 8502113 | 2022-11-18 10:02:00 | 2022-11-18 12:23:00 | 8574039 | 8502180 | Buchs SG, Werdenberg | Muhen Nord | Zürich HB | Aarau |
| 5 | 226408 | 583737 | 2022-10-30 | 47.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | ja | Ja | Nein | Desktop | Beendet | Mobile-Ticket | Normales Billett | 2.0 | Freizeit und Unterhaltung | 2022-11-18 07:26:00 | 2022-11-18 08:02:00 | 8507100 | SBB | IC-8-804 | IC | 8501605 | 2022-11-18 07:26:00 | 2022-11-18 08:02:00 | 8507100 | 8501605 | Thun | Visp | Thun | Visp |
| 6 | 226754 | 584201 | 2022-10-30 | 28.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | ja | Ja | Nein | Desktop | Beendet | NaN | Sparbillett | 17.8 | Freizeit und Unterhaltung | 2022-11-18 12:04:00 | 2022-11-18 13:10:00 | 8507000 | SBB | IC-61-968 | IC | 8500010 | 2022-11-18 12:04:00 | 2022-11-18 13:38:00 | 8507000 | 8588764 | Bern | Arlesheim, Im Lee | Bern | Basel SBB |
| 7 | 226404 | 583732 | 2022-10-30 | 71.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | ja | Ja | Nein | Desktop | Beendet | Easy Ride | Normales Billett | 19.6 | Freizeit und Unterhaltung | 2022-11-18 16:32:00 | 2022-11-18 16:51:00 | 8502280 | SBB | IR-70-2631 | IR | 8505000 | 2022-11-18 15:42:00 | 2022-11-18 18:08:00 | 8502747 | 8508100 | Oberägeri, Ländli | Langenthal | Zug, Bahnhofplatz | Luzern |
| 8 | 226403 | 583727 | 2022-10-30 | 32.0 | weiblich | In der Schweiz / Liechtenstein | NaN | NaN | nein | Ja | NaN | Desktop | Beendet | Mobile-Ticket | Normales Billett | 3.9 | Freizeit und Unterhaltung | 2022-11-18 00:14:00 | 2022-11-18 00:30:00 | 8500023 | SOB | IR--2347 | IR | 8500218 | 2022-11-18 00:14:00 | 2022-11-18 00:30:00 | 8500023 | 8500218 | Liestal | Olten | Liestal | Olten |
| 9 | 226760 | 584208 | 2022-10-30 | 67.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | NaN | ja | Ja | Nein | Desktop | Beendet | Mobile-Ticket | Normales Billett | 10.1 | Freizeit und Unterhaltung | 2022-11-18 16:33:00 | 2022-11-18 16:55:00 | 8530237 | MGB | R-43-550 | R | 8501672 | 2022-11-18 16:03:00 | 2022-11-18 17:05:00 | 8501698 | 8578899 | Riederalp Mitte | Ernen, Aragon | Mörel (Riederalpbahn) | Fiesch |
Last rows
| df_index | participant_id | u_date | S_alter | S_sex | S_wohnsitz | u_klassencode | u_ga | S_AB3_HTA | R_anschluss | R_stoerung | device_type | dispcode | u_ticket | u_fahrausweis | u_preis | R_zweck | ft_abfahrt | ft_ankunft | ft_startort_uic | ft_tu | ft_vm | ft_vm_kurz | ft_zielort_uic | fg_abfahrt | fg_ankunft | fg_startort_uic | fg_zielort_uic | fg_startort | fg_zielort | ft_startort | ft_zielort | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 226527 | 880 | 51615 | 2019-01-02 | 26.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | Ja | Nein | NaN | NaN | Mobile-Ticket | NaN | 18.6 | Freizeit und Unterhaltung | 2022-11-18 18:47:00 | 2022-11-18 19:23:00 | 8503424 | SBB | IC 4 281 | IC | 8503000 | 2022-11-18 18:47:00 | 2022-11-18 20:28:00 | 8503424 | 8502853 | Schaffhausen | Unterägeri, Spinnerei | Schaffhausen | Zürich HB |
| 226528 | 881 | 51616 | 2019-01-02 | 44.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | NaN | Nein | NaN | NaN | Mobile-Ticket | NaN | 4.5 | Freizeit und Unterhaltung | 2022-11-18 15:14:00 | 2022-11-18 15:31:00 | 8509197 | RhB | IR 1145 | IR | 8509198 | 2022-11-18 15:14:00 | 2022-11-18 15:31:00 | 8509197 | 8509198 | Bergün/Bravuogn | Preda | Bergün/Bravuogn | Preda |
| 226529 | 882 | 51618 | 2019-01-02 | 69.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | Ja | Nein | NaN | NaN | Mobile-Ticket | NaN | 10.8 | Freizeit und Unterhaltung | 2022-11-18 16:15:00 | 2022-11-18 16:30:00 | 8587020 | SBB | S 11 19163 | S | 8503000 | 2022-11-18 16:00:00 | 2022-11-18 17:05:00 | 8590618 | 8587984 | Geroldswil, Zentrum | Meilen, Schwabach | Dietikon, Bahnhof | Zürich HB |
| 226530 | 883 | 51619 | 2019-01-02 | 68.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | Ja | Nein | NaN | NaN | Mobile-Ticket | NaN | 17.0 | Freizeit und Unterhaltung | 2022-11-18 18:33:00 | 2022-11-18 19:35:00 | 8503000 | SBB | IC 1 727 | IC | 8506302 | 2022-11-18 18:33:00 | 2022-11-18 19:54:00 | 8503000 | 8506290 | Zürich HB | Herisau | Zürich HB | St. Gallen |
| 226531 | 884 | 51620 | 2019-01-02 | 35.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | Ja | Nein | NaN | NaN | Mobile-Ticket | NaN | 15.0 | Sonstige | 2022-11-18 22:46:00 | 2022-11-18 22:55:00 | 8503016 | SBB | IC 8 838 | IC | 8503000 | 2022-11-18 22:46:00 | 2022-11-18 23:49:00 | 8503016 | 8505000 | Zürich Flughafen | Luzern | Zürich Flughafen | Zürich HB |
| 226532 | 885 | 51621 | 2019-01-02 | 37.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | NaN | Nein | NaN | NaN | Mobile-Ticket | NaN | 17.0 | Freizeit und Unterhaltung | 2022-11-18 09:50:00 | 2022-11-18 11:01:00 | 8509002 | RhB | RE 1229 | RE | 8509265 | 2022-11-18 09:50:00 | 2022-11-18 11:01:00 | 8509002 | 8509265 | Landquart | Guarda | Landquart | Guarda |
| 226533 | 886 | 51622 | 2019-01-02 | 27.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | Nein | Ja | NaN | NaN | Mobile-Ticket | NaN | 36.6 | Sonstige | 2022-11-18 07:30:00 | 2022-11-18 08:06:00 | 8500218 | SBB | IR 17 2359 | IR | 8503000 | 2022-11-18 07:30:00 | 2022-11-18 08:58:00 | 8500218 | 8590646 | Olten | Herrliberg, Wetzwil | Olten | Zürich HB |
| 226534 | 887 | 51623 | 2019-01-02 | 52.0 | weiblich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | Ja | Nein | NaN | NaN | Mobile-Ticket | NaN | 24.0 | Freizeit und Unterhaltung | 2022-11-18 13:15:00 | 2022-11-18 14:43:00 | 8503006 | SBB | IC 5 1522 | IC | 8504300 | 2022-11-18 13:15:00 | 2022-11-18 14:56:00 | 8503006 | 8504419 | Zürich Oerlikon | Biel Mett | Zürich Oerlikon | Biel/Bienne |
| 226535 | 888 | 51624 | 2019-01-02 | 39.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | NaN | Nein | NaN | NaN | Mobile-Ticket | NaN | 21.5 | Freizeit und Unterhaltung | 2022-11-18 17:00:00 | 2022-11-18 17:40:00 | 8507000 | SBB | IR 15 2527 | IR | 8502007 | 2022-11-18 16:22:00 | 2022-11-18 17:40:00 | 8504102 | 8502007 | Schmitten | Sursee | Bern | Sursee |
| 226536 | 913 | 51661 | 2019-01-02 | 38.0 | männlich | In der Schweiz / Liechtenstein | 2. Klasse | kein GA | ja | NaN | Ja | NaN | NaN | Mobile-Ticket | NaN | 16.8 | Freizeit und Unterhaltung | 2022-11-18 16:10:00 | 2022-11-18 16:55:00 | 8506304 | SOB | S 4 11462 | S | 8506201 | 2022-11-18 16:10:00 | 2022-11-18 16:55:00 | 8506304 | 8506201 | Mörschwil | Lichtensteig | Mörschwil | Lichtensteig |